From 046e1384c329bdcf8d36c3149df27f2640a3fd45 Mon Sep 17 00:00:00 2001
From: Krrish Dholakia <krrishdholakia@gmail.com>
Date: Tue, 24 Oct 2023 17:53:39 -0700
Subject: [PATCH] docs(huggingface.md): adding huggingface
 text-embedding-inference to docs

---
 docs/my-website/docs/providers/huggingface.md | 14 +++++++++++++-
 1 file changed, 13 insertions(+), 1 deletion(-)

diff --git a/docs/my-website/docs/providers/huggingface.md b/docs/my-website/docs/providers/huggingface.md
index 71a6a3dc7b4..fabfcfcbb46 100644
--- a/docs/my-website/docs/providers/huggingface.md
+++ b/docs/my-website/docs/providers/huggingface.md
@@ -85,7 +85,7 @@ print(response)
 </TabItem>
 </Tabs>
 
-## Usage - Streaming
+## Streaming
 
 <a target="_blank" href="https://colab.research.google.com/github/BerriAI/litellm/blob/main/cookbook/LiteLLM_HuggingFace.ipynb">
   <img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/>
@@ -116,6 +116,18 @@ for chunk in response:
   print(chunk)
 ```
 
+## Embedding
+LiteLLM supports Huggingface's [text-embedding-inference](https://github.com/huggingface/text-embeddings-inference) format.
+```python
+from litellm import embedding
+import os
+os.environ['HUGGINGFACE_API_KEY'] = ""
+response = embedding(
+    model='huggingface/microsoft/codebert-base', 
+    input=["good morning from litellm"]
+)
+```
+
 ### [OPTIONAL] API KEYS + API BASE
 If required, you can set the api key + api base, set it in your os environment. [Code for how it's sent](https://github.com/BerriAI/litellm/blob/0100ab2382a0e720c7978fbf662cc6e6920e7e03/litellm/llms/huggingface_restapi.py#L25)